{"id":"https://openalex.org/W4409044655","doi":"https://doi.org/10.1145/3727263","title":"A Deep Transfer Learning Approach for Writer Identification in Greek Papyri","display_name":"A Deep Transfer Learning Approach for Writer Identification in Greek Papyri","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409044655","doi":"https://doi.org/10.1145/3727263"},"language":"en","primary_location":{"id":"doi:10.1145/3727263","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3727263","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059797221","display_name":"Tiziana D\u2019Alessandro","orcid":"https://orcid.org/0009-0005-4340-7227"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"T. D\u2019Alessandro","raw_affiliation_strings":["DIEI, University of Cassino and Southern Lazio, Cassino, Italy","University of Cassino and Southern Lazio \u2013 ITALY"],"raw_orcid":"https://orcid.org/0009-0005-4340-7227","affiliations":[{"raw_affiliation_string":"DIEI, University of Cassino and Southern Lazio, Cassino, Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"University of Cassino and Southern Lazio \u2013 ITALY","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024731306","display_name":"Nicole Dalia Cilia","orcid":"https://orcid.org/0000-0002-9631-5802"},"institutions":[{"id":"https://openalex.org/I246010334","display_name":"Universit\u00e0 degli Studi di Enna Kore","ror":"https://ror.org/04vd28p53","country_code":"IT","type":"education","lineage":["https://openalex.org/I246010334"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"N. D. Cilia","raw_affiliation_strings":["Kore University of Enna, Enna, Italy","University Kore Enna\u2013ITALY"],"raw_orcid":"https://orcid.org/0000-0002-9631-5802","affiliations":[{"raw_affiliation_string":"Kore University of Enna, Enna, Italy","institution_ids":["https://openalex.org/I246010334"]},{"raw_affiliation_string":"University Kore Enna\u2013ITALY","institution_ids":["https://openalex.org/I246010334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057804135","display_name":"Claudio De Stefano","orcid":"https://orcid.org/0000-0002-7654-6849"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. De Stefano","raw_affiliation_strings":["DIEI, University of Cassino and Southern Lazio, Cassino, Italy","University of Cassino and Southern Lazio\u2013ITALY"],"raw_orcid":"https://orcid.org/0000-0002-7654-6849","affiliations":[{"raw_affiliation_string":"DIEI, University of Cassino and Southern Lazio, Cassino, Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"University of Cassino and Southern Lazio\u2013ITALY","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061447464","display_name":"Francesco Fontanella","orcid":"https://orcid.org/0000-0002-3242-0179"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Fontanella","raw_affiliation_strings":["DIEI, University of Cassino and Southern Lazio, Cassino, Italy","University of Cassino and Southern Lazio\u2013ITALY"],"raw_orcid":"https://orcid.org/0000-0002-3242-0179","affiliations":[{"raw_affiliation_string":"DIEI, University of Cassino and Southern Lazio, Cassino, Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"University of Cassino and Southern Lazio\u2013ITALY","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042992044","display_name":"Mario Molinara","orcid":"https://orcid.org/0000-0002-6144-0654"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Molinara","raw_affiliation_strings":["DIEI, University of Cassino and Southern Lazio, Cassino, Italy","University of Cassino and Southern Lazio\u2013ITALY"],"raw_orcid":"https://orcid.org/0000-0002-6144-0654","affiliations":[{"raw_affiliation_string":"DIEI, University of Cassino and Southern Lazio, Cassino, Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"University of Cassino and Southern Lazio\u2013ITALY","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072304117","display_name":"Alessandra Scotto di Freca","orcid":"https://orcid.org/0000-0002-9642-3555"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Scotto di Freca","raw_affiliation_strings":["DIEI, University of Cassino and Southern Lazio, Cassino, Italy","University of Cassino and Southern Lazio\u2013ITALY"],"raw_orcid":"https://orcid.org/0000-0002-9642-3555","affiliations":[{"raw_affiliation_string":"DIEI, University of Cassino and Southern Lazio, Cassino, Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"University of Cassino and Southern Lazio\u2013ITALY","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045060011","display_name":"Isabelle Marthot-Santaniello","orcid":"https://orcid.org/0000-0003-0407-8748"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]},{"id":"https://openalex.org/I4210128905","display_name":"Department of Biomedicine Basel","ror":"https://ror.org/03ybx0x41","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210128905"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"I. Marthot-Santaniello","raw_affiliation_strings":["Ancient Civilization, University of Basel, Basel, Switzerland","Universit\u00e4t Basel\u2013Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-0407-8748","affiliations":[{"raw_affiliation_string":"Ancient Civilization, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255","https://openalex.org/I4210128905"]},{"raw_affiliation_string":"Universit\u00e4t Basel\u2013Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5059797221"],"corresponding_institution_ids":["https://openalex.org/I186995768"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04378145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"3","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.684874415397644},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6118420362472534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4515487551689148},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4456063508987427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3872193396091461},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.3649895191192627},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.3549751043319702},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.3441314697265625}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.684874415397644},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6118420362472534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4515487551689148},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4456063508987427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3872193396091461},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.3649895191192627},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.3549751043319702},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.3441314697265625},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3727263","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3727263","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2506915122","display_name":null,"funder_award_id":"TMSGI1_211682","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1532362218","https://openalex.org/W1843889522","https://openalex.org/W2023933845","https://openalex.org/W2060746081","https://openalex.org/W2093197312","https://openalex.org/W2095962836","https://openalex.org/W2105065129","https://openalex.org/W2129884094","https://openalex.org/W2145040819","https://openalex.org/W2152928267","https://openalex.org/W2170737087","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2233768432","https://openalex.org/W2295185764","https://openalex.org/W2592629457","https://openalex.org/W2785874433","https://openalex.org/W2792584382","https://openalex.org/W2796517058","https://openalex.org/W2798258579","https://openalex.org/W2911064732","https://openalex.org/W2963272834","https://openalex.org/W2969302415","https://openalex.org/W2970119423","https://openalex.org/W2971185410","https://openalex.org/W2990017353","https://openalex.org/W2990024321","https://openalex.org/W3004195738","https://openalex.org/W3024647152","https://openalex.org/W3083658644","https://openalex.org/W3115966317","https://openalex.org/W3129669693","https://openalex.org/W3137520224","https://openalex.org/W3168109316","https://openalex.org/W3181311855","https://openalex.org/W3198119920","https://openalex.org/W4205093675","https://openalex.org/W4239072543","https://openalex.org/W4298300193","https://openalex.org/W4311725935","https://openalex.org/W4385470021","https://openalex.org/W4391044653"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W4405541655","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W4386828785","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Papyrology,":[0],"the":[1,16,39,89,110,125],"study":[2],"of":[3,41,51,91,112,127],"ancient":[4],"texts":[5],"on":[6,28],"papyri,":[7],"presents":[8],"a":[9,65,100],"significant":[10],"challenge":[11],"for":[12,21,31,95],"scholars":[13],"in":[14,68,133],"identifying":[15],"writers,":[17],"or":[18],"scribes,":[19],"responsible":[20],"these":[22],"preserved":[23],"texts.":[24],"Traditionally,":[25],"paleographers":[26],"relied":[27],"qualitative":[29],"methods":[30,108,129],"writer":[32,96],"differentiation.":[33],"However,":[34],"recent":[35],"years":[36],"have":[37],"seen":[38],"integration":[40],"computer-based":[42],"tools,":[43],"enhancing":[44],"manual":[45,77],"techniques":[46],"by":[47,103],"enabling":[48],"automated":[49],"measurement":[50],"parameters":[52],"like":[53],"letter":[54],"dimensions,":[55],"spacing,":[56],"angles,":[57],"and":[58,74,109,130,135],"abbreviations.":[59],"This":[60,123],"evolution,":[61],"digital":[62,71,86,131],"palaeography,":[63,69],"represents":[64],"transformative":[66],"shift":[67],"where":[70],"technologies":[72],"complement":[73],"enhance":[75],"traditional":[76],"methods.":[78],"It":[79],"combines":[80],"advanced":[81],"AI":[82],"algorithms":[83],"with":[84],"high-resolution":[85],"imagery,":[87],"facilitating":[88],"extraction":[90],"unique":[92],"manuscript":[93],"features":[94,119],"classification.":[97],"We":[98],"characterize":[99],"writer\u2019s":[101],"handwriting":[102],"leveraging":[104],"different":[105],"image":[106],"processing":[107],"ability":[111],"Deep":[113],"Neural":[114],"Networks":[115],"(DNNs)":[116],"to":[117],"extract":[118],"from":[120],"images":[121],"automatically.":[122],"underscores":[124],"optimization":[126],"computational":[128],"imagery":[132],"advancing":[134],"supporting":[136],"palaeographical":[137],"analysis.":[138]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}